Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-24 00:00:00+00:00 0.188350 0.208220 0.230081 0.256059 0.286271 0.320529 0.362638
2024-12-01 00:00:00+00:00 0.155810 0.181990 0.213135 0.253475 0.305182 0.370440 0.461063
2024-12-08 00:00:00+00:00 0.132904 0.160873 0.195914 0.244071 0.310259 0.400821 0.539473
2024-12-15 00:00:00+00:00 0.119665 0.148992 0.187290 0.242561 0.323188 0.441702 0.640429
2024-12-22 00:00:00+00:00 0.108346 0.137859 0.177663 0.237391 0.328873 0.471755 0.731440
2024-12-29 00:00:00+00:00 0.101741 0.132143 0.174431 0.240347 0.346349 0.522612 0.872004
2025-01-05 00:00:00+00:00 0.093335 0.123013 0.165222 0.232867 0.345687 0.542531 0.960752
2025-01-12 00:00:00+00:00 0.085614 0.114169 0.155513 0.223294 0.339817 0.551599 1.029830
2025-01-19 00:00:00+00:00 0.079416 0.107045 0.147709 0.215797 0.336234 0.563897 1.110004
2025-01-26 00:00:00+00:00 0.078699 0.107914 0.152067 0.228594 0.370551 0.657567 1.424537
2025-02-02 00:00:00+00:00 0.080095 0.112027 0.161799 0.251679 0.428377 0.817438 2.020436
2025-02-09 00:00:00+00:00 0.079068 0.112261 0.165232 0.263993 0.467357 0.947958 2.639885
2025-02-16 00:00:00+00:00 0.074851 0.107425 0.160305 0.261236 0.476416 1.013534 3.116875
2025-02-23 00:00:00+00:00 0.070252 0.101728 0.153555 0.254448 0.476030 1.056288 3.563079
2025-03-02 00:00:00+00:00 0.065563 0.095584 0.145554 0.244320 0.466311 1.070276 3.902087
2025-03-09 00:00:00+00:00 0.062633 0.092157 0.142032 0.242691 0.476372 1.147781 4.707996
2025-03-16 00:00:00+00:00 0.059447 0.088096 0.137052 0.237498 0.476774 1.195610 5.435803
2025-03-23 00:00:00+00:00 0.057679 0.086320 0.136049 0.240451 0.498422 1.325470 7.085703
2025-03-30 00:00:00+00:00 0.054654 0.082211 0.130455 0.232966 0.491243 1.349137 7.930724
2025-04-06 00:00:00+00:00 0.051583 0.077871 0.124166 0.223388 0.476906 1.341104 8.478630
2025-04-13 00:00:00+00:00 0.048990 0.074249 0.119019 0.215887 0.467267 1.349504 9.292207
2025-04-20 00:00:00+00:00 0.049058 0.075294 0.122768 0.228691 0.518014 1.639094 15.592096
2025-04-27 00:00:00+00:00 0.050169 0.078259 0.130470 0.251790 0.607117 2.195815 37.568065